Auditing and Fixing Vibe-Coded Software
We audit, fix, secure, and stabilize AI-generated applications, turning prototypes built with AI into reliable, secure, scalable, production-ready software.
AI Speed. Senior Engineering Confidence.
We believe the AI revolution and democratization of software development are creating powerful and exciting opportunities. At the same time, as a founder or manager, you need to understand the technology behind your product. As software grows more complex, relying exclusively on AI-generated code can introduce risks and limitations.
We're here to bring senior engineering expertise to your AI-built product - without judgment, unnecessary complexity, or unrealistic approaches. We understand the pace of today's market and focus on practical solutions that make your software secure, reliable, scalable, and ready for what's next.
We like to fix & improve:
Vibe-coded MVPs
AI-generated SaaS platforms
Lovable, Bolt & Replit apps
AI-generated web applications
AI-built mobile apps
Unstable Claude-generated software
AI-generated solutions security
Poorly structured codebases
AI-built internal tools
Partially completed AI projects
Senior Human Engineers 🙋♂️ + orchestrated AI Agents 🦾
Today, building digital products is easier than ever. But there’s a big difference between a solution that seems to work and software that is stable, scalable, secure, and actually solves the right business problems.
We’re combining the power of AI with human knowledge and experience to build it right, right away.
A process you can trust
We’re a relatively small team, which allows us to stay agile, flexible, and creative, but our production and operations are far from accidental. We proudly maintain and continuously develop our operational framework - The Cube to deliver enterprise-level quality and security with startup-level efficiency.
Discovery
Translating unstructured vision into a viable product concept
We develop, validate, and refine your initial product concept through research, workshops, and consulting. At this stage, we connect the technology perspective with business insights to assess viability, identify opportunities and risks, and define business and functional requirements.
Design
Connecting technology with human behaviour and emotions
We’re experts in UX and UI, but we see design as much more than that. The success of a product often lies not in what it is, but in how it works. We craft innovative, clean, ergonomic, and beautiful products – from structure and usability to pixel-perfect interfaces and cohesive branding.
Development
Software engineering for reliability and growth
We cover the full development process – from architecture through quality assurance, cloud DevOps, and release strategy. We work efficiently and adapt solutions to the product, from entry-level MVPs to enterprise-grade systems. We never compromise on architectural reliability, scalability, or security.
Growth and Maintenance
Guaranteeing stability and efficiency while innovating and growing
Successful solutions are reliable, secure, and stable, while remaining ready to evolve and scale. We offer flexible frameworks and cooperation models to support ongoing maintenance, continuous development of new features, and optimization of existing ones – all aligned with changing business needs.
Technologies and tools
We use a super-efficient tech stack that covers any ideas and requirements you might have.
Frontend
TypeScript, 
JavaScript, 
React.js, 
Next.js, 
Tailwind, 
Medusa.js, 
Electron, 
GraphQL, RESTfulBackend
Node.js, 
NestJS, Express.js, 
PHP Laravel, 
Python, 
SST, 
AWS, 
GCP, 
DockerMobile and IoT
React Native, 
Flutter, 
iOS (Swift), 
Android (Kotlin), 
Wearables , IoT integrationsAI Solutions
Open AI, 
Gemini, Custom AI SolutionsGamification
Unity 2D/3D for mobile, desktop and webDesign
Figma, Prototyping, Design Systems, Product DiscoveryOur Portfolio
Across 10+ years we’ve delivered successful products across a wide range of industries and markets – including our own in-house success stories. Below is a quick sneak peek, but we’d love to dive deeper during a dedicated presentation.
TRUSTED BY STARTUPS AND ENTERPRISES IN 16 COUNTRIES WORLDWIDE 🌍
They are a very agile organisation. Even when faced with complex problems finds solutions and presents realistic plans that it then sticks to.
Paweł Kaczyński
Innovation Manager - PHD Media
We are sincerely happy to have found Memory Squared. Their structured and professional way of handling a variety of projects felt to us like they were based around the corner.
Jesper Voois
Project Manager - Clear Timber Analytics
Memory Squared has provided us with strong specialists in product design and development. They're a proactive team that integrates smoothly and has strong organisational skills.
Chris Gibb
CEO - Iron Code
I’ve had experience working with development companies in European countries, and none of them has come close to the work Memory Squared has done.
Rafael Pedroso
Creative Lead - Digital Fans
They delivered new features as well as supported us in testing and bug fixing. They take care of the tasks immediately and are quick to react.
Joshua Sprey
CEO - Splash Games
Memory Squared has delivered all the functionalities we wanted. They've met deadlines and stayed on budget. Regarding feedback, they've been very flexible.
Nicole Rok
Head of Product - Go Autonomous
The app was completed on-time following our specifications. They seem to have a great rapport with UI, back-end and front-end developers all working together well.
Lewis Allison
CEO - UNA Watch
Memory Squared has gone above and beyond what we could ask for. They're very detail-oriented and do extensive testing to provide feedback.
Jeffrey Stevenson
Founder - Blue Mosaic
Their professionalism was evident as they invested considerable effort in comprehending our data tools, proposing innovative ideas to tackle challenges, and enhancing user flow and product functionality.
Syazana Lim
Head of Product - SSON Research & Analytics
Let's talk!
We’re excited to discuss your project and share our experience. You can book a quick meeting below or just drop us a line at: contact@memory2.co
What we do
We can cover the whole process and digital product development life cycle, but we’re also open to sending our developers and designers on a mission to join your team. We’re comfortable working closely with business managers to creatively place digital products into their strategy.
Industries and specializations
We build extraordinary experiences across multiple industries and niches.